LoRA (Low-Rank Adaptation) Courses and Certifications

Deploying LLMs: A Practical Guide to LLMOps in Production

194 ratings at Udemy

Llama 3, GPT, ML-Ops, Ray, MLFlow, LoRa, AWQ, GPTQ, LLMOps, Deployment, Generative AI, LLMs, Flash Paged Attention, Cost

• Udemy
• 5 hours 13 minutes
• On-Demand
• Paid Course

The Things Academy: Hands on with LoRaWAN®

138 ratings at Udemy

Take the next step in your LoRaWAN career. Connect your first LoRaWAN device, and start creating IoT solutions.

• Udemy
• 7 hours 59 minutes
• On-Demand
• Paid Course

LLM Fine Tuning Fundamentals + Fine tune OpenAI GPT model

97 ratings at Udemy

Learn the fundamentals of LLM and LLM Fine Tuning. Hands-On sessions to Fine tune OpenAI GPT model with custom data.

• Udemy
• 3 hours 28 minutes
• On-Demand
• Paid Course

Improving Accuracy of LLM Applications

Enhance LLM application accuracy: build SQL agent, create evaluation framework, apply fine-tuning techniques like LoRA and MoME, and learn practical tips for generating training data to boost model performance.

• Coursera
• 1 hour 2 minutes
• On-Demand
• Paid Course

H2O.ai

H2O ai Large Language Models (LLMs) - Level 2

Master advanced LLM techniques through data preparation, fine-tuning, and model optimization. Learn QnA dataset creation, quantization, and LoRA while using H2O LLM Studio for practical NLP applications.

• Coursera
• 3 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Olivio Sarikas

ComfyUI - Node Based Stable Diffusion UI

1 review

Explore ComfyUI, a node-based interface for Stable Diffusion, offering modular AI image generation with advanced techniques like ControlNET, T2I, and Lora for unparalleled creative control.

• YouTube
• 23 minutes
• On-Demand
• Free Video

kasukanra

Stable Diffusion - How to Train LoRA for Style - LoRA Part 1

1 review

Learn to train LoRA for Stable Diffusion, covering dataset preparation, captioning, GUI usage, and testing. Explore both local and Google Colab methods for creating flexible style and character LoRAs.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

Kevin McAleer

MicroPython & WiFi

1 review

Connect MicroPython devices to WiFi and explore the OSI model layers. Learn about MAC/IP addresses, packets, and implement a Weatherbot using NodeMCU and MQTT.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

Databricks

Large Language Models: Foundation Models from the Ground Up

Explore innovations in transformer-based architectures, efficient fine-tuning, deployment considerations, and multi-modal developments for large language models in this comprehensive deep dive.

• edX
• 4 weeks, 4-8 hours a week
• On-Demand
• Free Online Course (Audit)

Stable Diffusion: Tips, Tricks, and Techniques

151 ratings at LinkedIn Learning

Explore the generative AI capabilities of the Stable Diffusion platform.

• LinkedIn Learning
• 6 hours 13 minutes
• On-Demand
• Free Trial Available

LLaMa for Developers

84 ratings at LinkedIn Learning

Get an introduction to the architecture, process of fine tuning, deploying, and prompting in the popular open source LLaMa model.

• LinkedIn Learning
• 1 hour 35 minutes
• On-Demand
• Free Trial Available

Mastering Generative AI: Fine-Tuning Transformers

Gain job-ready AI engineering skills for working with transformers, LLM frameworks, and GPT, and learn how to fine-tune models using Hugging Face and PyTorch.

• edX
• 2 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Software Engineering Courses - SE Courses

How to Do Stable Diffusion LORA Training by Using Web UI on Different Models

Comprehensive guide to LoRA training in Stable Diffusion, covering installation, image preparation, parameter tuning, and image generation using SD 1.5 and 2.1 models.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Olivio Sarikas

Offset Noise for Stable Diffusion - Model, LORA and Embeddings

Explore Offset Noise in Stable Diffusion to create dramatic lighting and high dynamic range in AI-generated images. Learn about Illuminati Diffusion v1.1 model and epi_noiseoffset LORA for enhanced artistic results.

• YouTube
• 7 minutes
• On-Demand
• Free Video

kasukanra

Stable Diffusion- LyCORIS for Style - LoRA Part 2

Explore advanced techniques in Stable Diffusion, focusing on LyCORIS for style transfer. Learn about LoCon and LoHa, analyze grid results, and optimize hyperparameters for improved AI-generated art.

• YouTube
• 37 minutes
• On-Demand
• Free Video